Basic Statistics

Raw Counts

Name Value
Rows 1,460
Columns 81
Discrete columns 43
Continuous columns 38
All missing columns 0
Missing observations 6,965
Complete Rows 0
Total observations 118,260
Memory allocation 737.6 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 183 rows containing non-finite values (stat_qq).
## Warning: Removed 183 rows containing non-finite values (stat_qq_line).

## Warning: Removed 51 rows containing non-finite values (stat_qq).
## Warning: Removed 51 rows containing non-finite values (stat_qq_line).

QQ Plot (by SalePrice)

## Warning: Removed 173 rows containing non-finite values (stat_qq).
## Warning: Removed 173 rows containing non-finite values (stat_qq_line).

## Warning: Removed 56 rows containing non-finite values (stat_qq).
## Warning: Removed 56 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.

Bivariate Distribution

Boxplot (by SalePrice)

## Warning: Removed 267 rows containing non-finite values (stat_boxplot).

## Warning: Removed 81 rows containing non-finite values (stat_boxplot).

Scatterplot (by SalePrice)